Title :
A Clustering Analysis Based Trust Model in Grid Environment Supporting Virtual Organizations
Author :
Ni, Xudong ; Luo, Junzhou
Author_Institution :
Southeast Univ., Nanjing
Abstract :
Grid computing is to enable coordinated resource sharing in dynamic, distinct virtual organizations, which are consisted of different grid entities from traditional organizations. Grid security must ensure secure and authorized access to grid services in such dynamic, heterogeneous and unpredictable gird environment. The main current security solution is applying trust as an important factor to the gird computing to realize cooperation between unknown entities.However, most of the research work inherites the conception of trust from peer-to-peer network and is not accurately satsified the requirements in grid environemnt. In this paper, we propose a multi-virtual organizations trust evaluation method. The unique feature of our trust model is that introducing VO trust relationship into traditional grid entities, with which we can more effectively and dynamically share grid resources. In addition the new method uses clustering analysis to evaluate grid entities´ trust in VOs and a weighted path to compute transitivity of trust. The simulation result shows that it improves the overall performance of grid system.
Keywords :
authorisation; grid computing; organisational aspects; pattern clustering; peer-to-peer computing; authorized access; clustering analysis; grid security; peer-to-peer network; trust evaluation method; virtual organizations; Access control; Aggregates; Application software; Collaboration; Computer networks; Grid computing; Information analysis; Large-scale systems; Peer to peer computing; Resource management; Clustering Analysis; Grid; Trust; Virtual Organization;
Conference_Titel :
Advanced Information Networking and Applications - Workshops, 2008. AINAW 2008. 22nd International Conference on
Conference_Location :
Okinawa
Print_ISBN :
978-0-7695-3096-3
DOI :
10.1109/WAINA.2008.162